Overview

Dataset statistics

Number of variables125
Number of observations43399
Missing cells65584
Missing cells (%)1.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory41.4 MiB
Average record size in memory1000.0 B

Variable types

CAT86
BOOL24
NUM15

Reproduction

Analysis started2020-04-20 11:02:27.013080
Analysis finished2020-04-20 11:15:48.286563
Versionpandas-profiling v2.6.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml
LocLen is highly correlated with LOCSeparateHigh Correlation
LOCSeparate is highly correlated with LocLenHigh Correlation
SeizOccur is highly correlated with Seiz and 1 other fieldsHigh Correlation
Seiz is highly correlated with SeizOccur and 1 other fieldsHigh Correlation
SeizLen is highly correlated with Seiz and 1 other fieldsHigh Correlation
HAStart is highly correlated with HASeverityHigh Correlation
HASeverity is highly correlated with HAStartHigh Correlation
VomitNbr is highly correlated with Vomit and 2 other fieldsHigh Correlation
Vomit is highly correlated with VomitNbr and 2 other fieldsHigh Correlation
VomitStart is highly correlated with Vomit and 2 other fieldsHigh Correlation
VomitLast is highly correlated with Vomit and 2 other fieldsHigh Correlation
GCSTotal is highly correlated with GCSEye and 2 other fieldsHigh Correlation
GCSEye is highly correlated with GCSTotalHigh Correlation
GCSVerbal is highly correlated with GCSTotalHigh Correlation
GCSMotor is highly correlated with GCSTotalHigh Correlation
AMSAgitated is highly correlated with AMS and 4 other fieldsHigh Correlation
AMS is highly correlated with AMSAgitated and 4 other fieldsHigh Correlation
AMSSleep is highly correlated with AMS and 4 other fieldsHigh Correlation
AMSSlow is highly correlated with AMS and 4 other fieldsHigh Correlation
AMSRepeat is highly correlated with AMS and 4 other fieldsHigh Correlation
AMSOth is highly correlated with AMS and 4 other fieldsHigh Correlation
SFxBasHem is highly correlated with SFxBas and 4 other fieldsHigh Correlation
SFxBas is highly correlated with SFxBasHem and 4 other fieldsHigh Correlation
SFxBasOto is highly correlated with SFxBas and 4 other fieldsHigh Correlation
SFxBasPer is highly correlated with SFxBas and 4 other fieldsHigh Correlation
SFxBasRet is highly correlated with SFxBas and 4 other fieldsHigh Correlation
SFxBasRhi is highly correlated with SFxBas and 4 other fieldsHigh Correlation
HemaLoc is highly correlated with Hema and 1 other fieldsHigh Correlation
Hema is highly correlated with HemaLoc and 1 other fieldsHigh Correlation
HemaSize is highly correlated with Hema and 1 other fieldsHigh Correlation
ClavFace is highly correlated with Clav and 5 other fieldsHigh Correlation
Clav is highly correlated with ClavFace and 5 other fieldsHigh Correlation
ClavNeck is highly correlated with Clav and 5 other fieldsHigh Correlation
ClavFro is highly correlated with Clav and 5 other fieldsHigh Correlation
ClavOcc is highly correlated with Clav and 5 other fieldsHigh Correlation
ClavPar is highly correlated with Clav and 5 other fieldsHigh Correlation
ClavTem is highly correlated with Clav and 5 other fieldsHigh Correlation
NeuroDMotor is highly correlated with NeuroD and 4 other fieldsHigh Correlation
NeuroD is highly correlated with NeuroDMotor and 4 other fieldsHigh Correlation
NeuroDSensory is highly correlated with NeuroD and 4 other fieldsHigh Correlation
NeuroDCranial is highly correlated with NeuroD and 4 other fieldsHigh Correlation
NeuroDReflex is highly correlated with NeuroD and 4 other fieldsHigh Correlation
NeuroDOth is highly correlated with NeuroD and 4 other fieldsHigh Correlation
OSIExtremity is highly correlated with OSI and 6 other fieldsHigh Correlation
OSI is highly correlated with OSIExtremity and 6 other fieldsHigh Correlation
OSICut is highly correlated with OSI and 6 other fieldsHigh Correlation
OSICspine is highly correlated with OSI and 6 other fieldsHigh Correlation
OSIFlank is highly correlated with OSI and 6 other fieldsHigh Correlation
OSIAbdomen is highly correlated with OSI and 6 other fieldsHigh Correlation
OSIPelvis is highly correlated with OSI and 6 other fieldsHigh Correlation
OSIOth is highly correlated with OSI and 6 other fieldsHigh Correlation
IndAge is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
CTForm1 is highly correlated with IndAge and 37 other fieldsHigh Correlation
IndAmnesia is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
IndAMS is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
IndClinSFx is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
IndHA is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
IndHema is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
IndLOC is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
IndMech is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
IndNeuroD is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
IndRqstMD is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
IndRqstParent is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
IndRqstTrauma is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
IndSeiz is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
IndVomit is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
IndXraySFx is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
IndOth is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
CTSed is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
CTSedAge is highly correlated with CTSedAgitate and 2 other fieldsHigh Correlation
CTSedAgitate is highly correlated with CTSedAge and 2 other fieldsHigh Correlation
CTSedRqst is highly correlated with CTSedAgitate and 2 other fieldsHigh Correlation
CTSedOth is highly correlated with CTSedAgitate and 2 other fieldsHigh Correlation
AgeinYears is highly correlated with AgeInMonthHigh Correlation
AgeInMonth is highly correlated with AgeinYearsHigh Correlation
CTDone is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
EDCT is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
PosCT is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding1 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding2 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding3 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding4 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding5 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding6 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding7 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding8 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding9 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding10 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding11 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding12 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding13 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding14 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding20 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding21 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding22 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
Finding23 is highly correlated with CTForm1 and 37 other fieldsHigh Correlation
PosIntFinal is highly correlated with HospHeadPosCTHigh Correlation
HospHeadPosCT is highly correlated with PosIntFinalHigh Correlation
Amnesia_verb has 2296 (5.3%) missing values Missing
LOCSeparate has 1892 (4.4%) missing values Missing
LocLen has 2556 (5.9%) missing values Missing
Seiz has 912 (2.1%) missing values Missing
ActNorm has 3335 (7.7%) missing values Missing
HA_verb has 652 (1.5%) missing values Missing
HASeverity has 1044 (2.4%) missing values Missing
HAStart has 1332 (3.1%) missing values Missing
Vomit has 443 (1.0%) missing values Missing
VomitLast has 992 (2.3%) missing values Missing
Dizzy has 15972 (36.8%) missing values Missing
GCSEye has 1288 (3.0%) missing values Missing
GCSVerbal has 1298 (3.0%) missing values Missing
GCSMotor has 1310 (3.0%) missing values Missing
SFxBas has 445 (1.0%) missing values Missing
HemaSize has 742 (1.7%) missing values Missing
NeuroD has 660 (1.5%) missing values Missing
Drugs has 1818 (4.2%) missing values Missing
CTSed has 914 (2.1%) missing values Missing
Ethnicity has 15966 (36.8%) missing values Missing
Race has 3208 (7.4%) missing values Missing
Observed has 2376 (5.5%) missing values Missing
AgeinYears has 5441 (12.5%) zeros Zeros

Variables

PatNum
Real number (ℝ≥0)

UNIFORM
UNIQUE
Distinct count43399
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21700
Minimum1
Maximum43399
Zeros0
Zeros (%)0.0%
Memory size339.2 KiB

Quantile statistics

Minimum1
5-th percentile2170.9
Q110850.5
median21700
Q332549.5
95-th percentile41229.1
Maximum43399
Range43398
Interquartile range (IQR)21699

Descriptive statistics

Standard deviation12528.3565
Coefficient of variation (CV)0.5773436177
Kurtosis-1.2
Mean21700
Median Absolute Deviation (MAD)10849.74999
Skewness0
Sum941758300
Variance156959716.7
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.0000e+00 4.3399e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2047 1 < 0.1%
 
7497 1 < 0.1%
 
40281 1 < 0.1%
 
38232 1 < 0.1%
 
11599 1 < 0.1%
 
9550 1 < 0.1%
 
15693 1 < 0.1%
 
13644 1 < 0.1%
 
3403 1 < 0.1%
 
1354 1 < 0.1%
 
Other values (43389) 43389 > 99.9%
 
ValueCountFrequency (%) 
1 1 < 0.1%
 
2 1 < 0.1%
 
3 1 < 0.1%
 
4 1 < 0.1%
 
5 1 < 0.1%
 
ValueCountFrequency (%) 
43399 1 < 0.1%
 
43398 1 < 0.1%
 
43397 1 < 0.1%
 
43396 1 < 0.1%
 
43395 1 < 0.1%
 

EmplType
Real number (ℝ≥0)

Distinct count5
Unique (%)< 0.1%
Missing18
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean3.996749729
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size339.2 KiB

Quantile statistics

Minimum1
5-th percentile2
Q13
median5
Q35
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.161453892
Coefficient of variation (CV)0.2905996049
Kurtosis-0.307121625
Mean3.996749729
Median Absolute Deviation (MAD)1.028126682
Skewness-0.7835445613
Sum173383
Variance1.348975143
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
5 22216 51.2%
 
3 14333 33.0%
 
4 3807 8.8%
 
1 1974 4.5%
 
2 1051 2.4%
 
(Missing) 18 < 0.1%
 
ValueCountFrequency (%) 
1 1974 4.5%
 
2 1051 2.4%
 
3 14333 33.0%
 
4 3807 8.8%
 
5 22216 51.2%
 
ValueCountFrequency (%) 
5 22216 51.2%
 
4 3807 8.8%
 
3 14333 33.0%
 
2 1051 2.4%
 
1 1974 4.5%
 

Certification
Real number (ℝ≥0)

Distinct count5
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.984054932
Minimum1
Maximum90
Zeros0
Zeros (%)0.0%
Memory size339.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q33
95-th percentile3
Maximum90
Range89
Interquartile range (IQR)1

Descriptive statistics

Standard deviation11.17813541
Coefficient of variation (CV)2.805718194
Kurtosis55.01735754
Mean3.984054932
Median Absolute Deviation (MAD)2.846317107
Skewness7.534927584
Sum172904
Variance124.9507112
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 1. 2.5 3.5 47. 90. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3 27298 62.9%
 
2 10215 23.5%
 
1 4904 11.3%
 
90 718 1.7%
 
4 264 0.6%
 
ValueCountFrequency (%) 
1 4904 11.3%
 
2 10215 23.5%
 
3 27298 62.9%
 
4 264 0.6%
 
90 718 1.7%
 
ValueCountFrequency (%) 
90 718 1.7%
 
4 264 0.6%
 
3 27298 62.9%
 
2 10215 23.5%
 
1 4904 11.3%
 

InjuryMech
Real number (ℝ≥0)

Distinct count13
Unique (%)< 0.1%
Missing301
Missing (%)0.7%
Infinite0
Infinite (%)0.0%
Mean13.90514641
Minimum1
Maximum90
Zeros0
Zeros (%)0.0%
Memory size339.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q16
median8
Q310
95-th percentile90
Maximum90
Range89
Interquartile range (IQR)4

Descriptive statistics

Standard deviation22.69725687
Coefficient of variation (CV)1.632291829
Kurtosis7.176848609
Mean13.90514641
Median Absolute Deviation (MAD)12.23577278
Skewness2.99008383
Sum599284
Variance515.1654695
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
8 11883 27.4%
 
6 4733 10.9%
 
1 3910 9.0%
 
90 3465 8.0%
 
12 3158 7.3%
 
11 3016 6.9%
 
10 2979 6.9%
 
9 2908 6.7%
 
7 2455 5.7%
 
4 1701 3.9%
 
Other values (3) 2890 6.7%
 
ValueCountFrequency (%) 
1 3910 9.0%
 
2 1433 3.3%
 
3 556 1.3%
 
4 1701 3.9%
 
5 901 2.1%
 
ValueCountFrequency (%) 
90 3465 8.0%
 
12 3158 7.3%
 
11 3016 6.9%
 
10 2979 6.9%
 
9 2908 6.7%
 
Distinct count3
Unique (%)< 0.1%
Missing334
Missing (%)0.8%
Memory size339.2 KiB
2
29268
1
7188
3
6609
ValueCountFrequency (%) 
2 29268 67.4%
 
1 7188 16.6%
 
3 6609 15.2%
 
(Missing) 334 0.8%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

Amnesia_verb
Categorical

MISSING
Distinct count3
Unique (%)< 0.1%
Missing2296
Missing (%)5.3%
Memory size339.2 KiB
0
21751
91
14805
1
4547
ValueCountFrequency (%) 
0 21751 50.1%
 
91 14805 34.1%
 
1 4547 10.5%
 
(Missing) 2296 5.3%
 

Length

Max length4
Mean length3.341136893
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

LOCSeparate
Categorical

HIGH CORRELATION
MISSING
Distinct count3
Unique (%)< 0.1%
Missing1892
Missing (%)4.4%
Memory size339.2 KiB
0
34665
1
 
4830
2
 
2012
ValueCountFrequency (%) 
0 34665 79.9%
 
1 4830 11.1%
 
2 2012 4.6%
 
(Missing) 1892 4.4%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

LocLen
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
Distinct count5
Unique (%)< 0.1%
Missing2556
Missing (%)5.9%
Infinite0
Infinite (%)0.0%
Mean82.57853243
Minimum1
Maximum92
Zeros0
Zeros (%)0.0%
Memory size339.2 KiB

Quantile statistics

Minimum1
5-th percentile2
Q192
median92
Q392
95-th percentile92
Maximum92
Range91
Interquartile range (IQR)0

Descriptive statistics

Standard deviation27.51732891
Coefficient of variation (CV)0.3332261799
Kurtosis4.651178337
Mean82.57853243
Median Absolute Deviation (MAD)16.86558725
Skewness-2.578724463
Sum3372755
Variance757.2033901
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
92 36557 84.2%
 
2 1867 4.3%
 
3 1133 2.6%
 
1 922 2.1%
 
4 364 0.8%
 
(Missing) 2556 5.9%
 
ValueCountFrequency (%) 
1 922 2.1%
 
2 1867 4.3%
 
3 1133 2.6%
 
4 364 0.8%
 
92 36557 84.2%
 
ValueCountFrequency (%) 
92 36557 84.2%
 
4 364 0.8%
 
3 1133 2.6%
 
2 1867 4.3%
 
1 922 2.1%
 

Seiz
Boolean

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)< 0.1%
Missing912
Missing (%)2.1%
Memory size339.2 KiB
0
41884
1
 
603
(Missing)
 
912
ValueCountFrequency (%) 
0 41884 96.5%
 
1 603 1.4%
 
(Missing) 912 2.1%
 

SeizOccur
Categorical

HIGH CORRELATION
Distinct count4
Unique (%)< 0.1%
Missing71
Missing (%)0.2%
Memory size339.2 KiB
92
42796
1
 
253
2
 
210
3
 
69
ValueCountFrequency (%) 
92 42796 98.6%
 
1 253 0.6%
 
2 210 0.5%
 
3 69 0.2%
 
(Missing) 71 0.2%
 

Length

Max length4
Mean length3.986105671
Min length3
ValueCountFrequency (%) 
Decimal_Number 5 62.5%
 
Lowercase_Letter 2 25.0%
 
Other_Punctuation 1 12.5%
 
ValueCountFrequency (%) 
Common 6 75.0%
 
Latin 2 25.0%
 
ValueCountFrequency (%) 
ASCII 8 100.0%
 

SeizLen
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count5
Unique (%)< 0.1%
Missing117
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean90.984936
Minimum1
Maximum92
Zeros0
Zeros (%)0.0%
Memory size339.2 KiB

Quantile statistics

Minimum1
5-th percentile92
Q192
median92
Q392
95-th percentile92
Maximum92
Range91
Interquartile range (IQR)0

Descriptive statistics

Standard deviation9.525713618
Coefficient of variation (CV)0.1046955028
Kurtosis84.10402357
Mean90.984936
Median Absolute Deviation (MAD)2.007332327
Skewness-9.278674499
Sum3938010
Variance90.73921994
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
92 42796 98.6%
 
1 259 0.6%
 
2 180 0.4%
 
3 29 0.1%
 
4 18 < 0.1%
 
(Missing) 117 0.3%
 
ValueCountFrequency (%) 
1 259 0.6%
 
2 180 0.4%
 
3 29 0.1%
 
4 18 < 0.1%
 
92 42796 98.6%
 
ValueCountFrequency (%) 
92 42796 98.6%
 
4 18 < 0.1%
 
3 29 0.1%
 
2 180 0.4%
 
1 259 0.6%
 

ActNorm
Boolean

MISSING
Distinct count2
Unique (%)< 0.1%
Missing3335
Missing (%)7.7%
Memory size339.2 KiB
1
33269
0
6795
(Missing)
 
3335
ValueCountFrequency (%) 
1 33269 76.7%
 
0 6795 15.7%
 
(Missing) 3335 7.7%
 

HA_verb
Categorical

MISSING
Distinct count3
Unique (%)< 0.1%
Missing652
Missing (%)1.5%
Memory size339.2 KiB
0
15881
91
14060
1
12806
ValueCountFrequency (%) 
0 15881 36.6%
 
91 14060 32.4%
 
1 12806 29.5%
 
(Missing) 652 1.5%
 

Length

Max length4
Mean length3.323970598
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

HASeverity
Categorical

HIGH CORRELATION
MISSING
Distinct count4
Unique (%)< 0.1%
Missing1044
Missing (%)2.4%
Memory size339.2 KiB
92
30593
2
 
5671
1
 
5266
3
 
825
ValueCountFrequency (%) 
92 30593 70.5%
 
2 5671 13.1%
 
1 5266 12.1%
 
3 825 1.9%
 
(Missing) 1044 2.4%
 

Length

Max length4
Mean length3.704924077
Min length3
ValueCountFrequency (%) 
Decimal_Number 5 62.5%
 
Lowercase_Letter 2 25.0%
 
Other_Punctuation 1 12.5%
 
ValueCountFrequency (%) 
Common 6 75.0%
 
Latin 2 25.0%
 
ValueCountFrequency (%) 
ASCII 8 100.0%
 

HAStart
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
Distinct count5
Unique (%)< 0.1%
Missing1332
Missing (%)3.1%
Infinite0
Infinite (%)0.0%
Mean67.47310243
Minimum1
Maximum92
Zeros0
Zeros (%)0.0%
Memory size339.2 KiB

Quantile statistics

Minimum1
5-th percentile2
Q12
median92
Q392
95-th percentile92
Maximum92
Range91
Interquartile range (IQR)90

Descriptive statistics

Standard deviation40.05029356
Coefficient of variation (CV)0.5935742113
Kurtosis-0.9583963324
Mean67.47310243
Median Absolute Deviation (MAD)35.67410927
Skewness-1.020564419
Sum2838391
Variance1604.026014
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
92 30593 70.5%
 
2 10584 24.4%
 
3 629 1.4%
 
4 173 0.4%
 
1 88 0.2%
 
(Missing) 1332 3.1%
 
ValueCountFrequency (%) 
1 88 0.2%
 
2 10584 24.4%
 
3 629 1.4%
 
4 173 0.4%
 
92 30593 70.5%
 
ValueCountFrequency (%) 
92 30593 70.5%
 
4 173 0.4%
 
3 629 1.4%
 
2 10584 24.4%
 
1 88 0.2%
 

Vomit
Boolean

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)< 0.1%
Missing443
Missing (%)1.0%
Memory size339.2 KiB
0
37152
1
 
5804
(Missing)
 
443
ValueCountFrequency (%) 
0 37152 85.6%
 
1 5804 13.4%
 
(Missing) 443 1.0%
 

VomitNbr
Categorical

HIGH CORRELATION
Distinct count4
Unique (%)< 0.1%
Missing297
Missing (%)0.7%
Memory size339.2 KiB
92
37595
1
 
2189
3
 
2173
2
 
1145
ValueCountFrequency (%) 
92 37595 86.6%
 
1 2189 5.0%
 
3 2173 5.0%
 
2 1145 2.6%
 
(Missing) 297 0.7%
 

Length

Max length4
Mean length3.8662642
Min length3
ValueCountFrequency (%) 
Decimal_Number 5 62.5%
 
Lowercase_Letter 2 25.0%
 
Other_Punctuation 1 12.5%
 
ValueCountFrequency (%) 
Common 6 75.0%
 
Latin 2 25.0%
 
ValueCountFrequency (%) 
ASCII 8 100.0%
 

VomitStart
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count5
Unique (%)< 0.1%
Missing413
Missing (%)1.0%
Infinite0
Infinite (%)0.0%
Mean80.77720653
Minimum1
Maximum92
Zeros0
Zeros (%)0.0%
Memory size339.2 KiB

Quantile statistics

Minimum1
5-th percentile2
Q192
median92
Q392
95-th percentile92
Maximum92
Range91
Interquartile range (IQR)0

Descriptive statistics

Standard deviation29.63821373
Coefficient of variation (CV)0.3669130811
Kurtosis3.119674345
Mean80.77720653
Median Absolute Deviation (MAD)19.63062022
Skewness-2.262494591
Sum3472289
Variance878.4237131
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
92 37595 86.6%
 
2 3114 7.2%
 
3 1592 3.7%
 
4 620 1.4%
 
1 65 0.1%
 
(Missing) 413 1.0%
 
ValueCountFrequency (%) 
1 65 0.1%
 
2 3114 7.2%
 
3 1592 3.7%
 
4 620 1.4%
 
92 37595 86.6%
 
ValueCountFrequency (%) 
92 37595 86.6%
 
4 620 1.4%
 
3 1592 3.7%
 
2 3114 7.2%
 
1 65 0.1%
 

VomitLast
Categorical

HIGH CORRELATION
MISSING
Distinct count4
Unique (%)< 0.1%
Missing992
Missing (%)2.3%
Memory size339.2 KiB
92
37595
1
 
2762
2
 
1712
3
 
338
ValueCountFrequency (%) 
92 37595 86.6%
 
1 2762 6.4%
 
2 1712 3.9%
 
3 338 0.8%
 
(Missing) 992 2.3%
 

Length

Max length4
Mean length3.8662642
Min length3
ValueCountFrequency (%) 
Decimal_Number 5 62.5%
 
Lowercase_Letter 2 25.0%
 
Other_Punctuation 1 12.5%
 
ValueCountFrequency (%) 
Common 6 75.0%
 
Latin 2 25.0%
 
ValueCountFrequency (%) 
ASCII 8 100.0%
 

Dizzy
Boolean

MISSING
Distinct count2
Unique (%)< 0.1%
Missing15972
Missing (%)36.8%
Memory size339.2 KiB
0
24821
1
 
2606
(Missing)
15972
ValueCountFrequency (%) 
0 24821 57.2%
 
1 2606 6.0%
 
(Missing) 15972 36.8%
 

Intubated
Boolean

Distinct count2
Unique (%)< 0.1%
Missing325
Missing (%)0.7%
Memory size339.2 KiB
0
42856
1
 
218
(Missing)
 
325
ValueCountFrequency (%) 
0 42856 98.7%
 
1 218 0.5%
 
(Missing) 325 0.7%
 

Paralyzed
Boolean

Distinct count2
Unique (%)< 0.1%
Missing336
Missing (%)0.8%
Memory size339.2 KiB
0
42927
1
 
136
(Missing)
 
336
ValueCountFrequency (%) 
0 42927 98.9%
 
1 136 0.3%
 
(Missing) 336 0.8%
 

Sedated
Boolean

Distinct count2
Unique (%)< 0.1%
Missing339
Missing (%)0.8%
Memory size339.2 KiB
0
42846
1
 
214
(Missing)
 
339
ValueCountFrequency (%) 
0 42846 98.7%
 
1 214 0.5%
 
(Missing) 339 0.8%
 

GCSEye
Categorical

HIGH CORRELATION
MISSING
Distinct count4
Unique (%)< 0.1%
Missing1288
Missing (%)3.0%
Memory size339.2 KiB
4
41148
3
 
506
1
 
291
2
 
166
ValueCountFrequency (%) 
4 41148 94.8%
 
3 506 1.2%
 
1 291 0.7%
 
2 166 0.4%
 
(Missing) 1288 3.0%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 5 62.5%
 
Lowercase_Letter 2 25.0%
 
Other_Punctuation 1 12.5%
 
ValueCountFrequency (%) 
Common 6 75.0%
 
Latin 2 25.0%
 
ValueCountFrequency (%) 
ASCII 8 100.0%
 

GCSVerbal
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
Distinct count5
Unique (%)< 0.1%
Missing1298
Missing (%)3.0%
Infinite0
Infinite (%)0.0%
Mean4.925108667
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size339.2 KiB

Quantile statistics

Minimum1
5-th percentile5
Q15
median5
Q35
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.4172887159
Coefficient of variation (CV)0.08472680383
Kurtosis60.61451557
Mean4.925108667
Median Absolute Deviation (MAD)0.1428629419
Skewness-7.369297259
Sum207352
Variance0.1741298724
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
5 40156 92.5%
 
4 1433 3.3%
 
1 303 0.7%
 
3 119 0.3%
 
2 90 0.2%
 
(Missing) 1298 3.0%
 
ValueCountFrequency (%) 
1 303 0.7%
 
2 90 0.2%
 
3 119 0.3%
 
4 1433 3.3%
 
5 40156 92.5%
 
ValueCountFrequency (%) 
5 40156 92.5%
 
4 1433 3.3%
 
3 119 0.3%
 
2 90 0.2%
 
1 303 0.7%
 

GCSMotor
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
Distinct count6
Unique (%)< 0.1%
Missing1310
Missing (%)3.0%
Infinite0
Infinite (%)0.0%
Mean5.958397681
Minimum1
Maximum6
Zeros0
Zeros (%)0.0%
Memory size339.2 KiB

Quantile statistics

Minimum1
5-th percentile6
Q16
median6
Q36
95-th percentile6
Maximum6
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.376691974
Coefficient of variation (CV)0.06322034784
Kurtosis135.7428491
Mean5.958397681
Median Absolute Deviation (MAD)0.08169430627
Skewness-11.22115045
Sum250783
Variance0.1418968433
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
6 41325 95.2%
 
5 382 0.9%
 
1 178 0.4%
 
4 154 0.4%
 
3 29 0.1%
 
2 21 < 0.1%
 
(Missing) 1310 3.0%
 
ValueCountFrequency (%) 
1 178 0.4%
 
2 21 < 0.1%
 
3 29 0.1%
 
4 154 0.4%
 
5 382 0.9%
 
ValueCountFrequency (%) 
6 41325 95.2%
 
5 382 0.9%
 
4 154 0.4%
 
3 29 0.1%
 
2 21 < 0.1%
 

GCSTotal
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count13
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.84071062
Minimum3
Maximum15
Zeros0
Zeros (%)0.0%
Memory size339.2 KiB

Quantile statistics

Minimum3
5-th percentile14
Q115
median15
Q315
95-th percentile15
Maximum15
Range12
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.032624114
Coefficient of variation (CV)0.06958050328
Kurtosis91.09413926
Mean14.84071062
Median Absolute Deviation (MAD)0.3015997444
Skewness-9.130124937
Sum644072
Variance1.06631256
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 3. 3.5 5.5 10.5 12.5 13.5 14.5 15. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
15 41086 94.7%
 
14 1344 3.1%
 
13 305 0.7%
 
3 177 0.4%
 
12 102 0.2%
 
11 93 0.2%
 
9 61 0.1%
 
10 54 0.1%
 
6 49 0.1%
 
8 46 0.1%
 
Other values (3) 82 0.2%
 
ValueCountFrequency (%) 
3 177 0.4%
 
4 22 0.1%
 
5 18 < 0.1%
 
6 49 0.1%
 
7 42 0.1%
 
ValueCountFrequency (%) 
15 41086 94.7%
 
14 1344 3.1%
 
13 305 0.7%
 
12 102 0.2%
 
11 93 0.2%
 

GCSGroup
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
2
42430
1
 
969
ValueCountFrequency (%) 
2 42430 97.8%
 
1 969 2.2%
 

Length

Max length1
Mean length1
Min length1
ValueCountFrequency (%) 
Decimal_Number 2 100.0%
 
ValueCountFrequency (%) 
Common 2 100.0%
 
ValueCountFrequency (%) 
ASCII 2 100.0%
 

AMS
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)< 0.1%
Missing316
Missing (%)0.7%
Memory size339.2 KiB
0
36618
1
 
6465
(Missing)
 
316
ValueCountFrequency (%) 
0 36618 84.4%
 
1 6465 14.9%
 
(Missing) 316 0.7%
 

AMSAgitated
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
36934
0
 
5486
1
 
979
ValueCountFrequency (%) 
92 36934 85.1%
 
0 5486 12.6%
 
1 979 2.3%
 

Length

Max length2
Mean length1.851033434
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

AMSSleep
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
36934
1
 
3239
0
 
3226
ValueCountFrequency (%) 
92 36934 85.1%
 
1 3239 7.5%
 
0 3226 7.4%
 

Length

Max length2
Mean length1.851033434
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

AMSSlow
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
36934
0
 
4832
1
 
1633
ValueCountFrequency (%) 
92 36934 85.1%
 
0 4832 11.1%
 
1 1633 3.8%
 

Length

Max length2
Mean length1.851033434
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

AMSRepeat
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
36934
0
 
5989
1
 
476
ValueCountFrequency (%) 
92 36934 85.1%
 
0 5989 13.8%
 
1 476 1.1%
 

Length

Max length2
Mean length1.851033434
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

AMSOth
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
36934
0
 
5485
1
 
980
ValueCountFrequency (%) 
92 36934 85.1%
 
0 5485 12.6%
 
1 980 2.3%
 

Length

Max length2
Mean length1.851033434
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

SFxPalp
Categorical

Distinct count3
Unique (%)< 0.1%
Missing104
Missing (%)0.2%
Memory size339.2 KiB
0
42094
2
 
977
1
 
224
ValueCountFrequency (%) 
0 42094 97.0%
 
2 977 2.3%
 
1 224 0.5%
 
(Missing) 104 0.2%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

SFxPalpDepress
Categorical

Distinct count3
Unique (%)< 0.1%
Missing55
Missing (%)0.1%
Memory size339.2 KiB
92
43175
1
 
114
0
 
55
ValueCountFrequency (%) 
92 43175 99.5%
 
1 114 0.3%
 
0 55 0.1%
 
(Missing) 55 0.1%
 

Length

Max length4
Mean length3.994838591
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

FontBulg
Boolean

Distinct count2
Unique (%)< 0.1%
Missing167
Missing (%)0.4%
Memory size339.2 KiB
0
43196
1
 
36
(Missing)
 
167
ValueCountFrequency (%) 
0 43196 99.5%
 
1 36 0.1%
 
(Missing) 167 0.4%
 

SFxBas
Boolean

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)< 0.1%
Missing445
Missing (%)1.0%
Memory size339.2 KiB
0
42558
1
 
396
(Missing)
 
445
ValueCountFrequency (%) 
0 42558 98.1%
 
1 396 0.9%
 
(Missing) 445 1.0%
 

SFxBasHem
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
43003
1
 
212
0
 
184
ValueCountFrequency (%) 
92 43003 99.1%
 
1 212 0.5%
 
0 184 0.4%
 

Length

Max length2
Mean length1.990875366
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

SFxBasOto
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
43003
0
 
359
1
 
37
ValueCountFrequency (%) 
92 43003 99.1%
 
0 359 0.8%
 
1 37 0.1%
 

Length

Max length2
Mean length1.990875366
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

SFxBasPer
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
43003
0
 
284
1
 
112
ValueCountFrequency (%) 
92 43003 99.1%
 
0 284 0.7%
 
1 112 0.3%
 

Length

Max length2
Mean length1.990875366
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

SFxBasRet
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
43003
0
 
359
1
 
37
ValueCountFrequency (%) 
92 43003 99.1%
 
0 359 0.8%
 
1 37 0.1%
 

Length

Max length2
Mean length1.990875366
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

SFxBasRhi
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
43003
0
 
374
1
 
22
ValueCountFrequency (%) 
92 43003 99.1%
 
0 374 0.9%
 
1 22 0.1%
 

Length

Max length2
Mean length1.990875366
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Hema
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)< 0.1%
Missing305
Missing (%)0.7%
Memory size339.2 KiB
0
25956
1
17138
(Missing)
 
305
ValueCountFrequency (%) 
0 25956 59.8%
 
1 17138 39.5%
 
(Missing) 305 0.7%
 

HemaLoc
Categorical

HIGH CORRELATION
Distinct count4
Unique (%)< 0.1%
Missing211
Missing (%)0.5%
Memory size339.2 KiB
92
26261
1
8900
3
 
4422
2
 
3605
ValueCountFrequency (%) 
92 26261 60.5%
 
1 8900 20.5%
 
3 4422 10.2%
 
2 3605 8.3%
 
(Missing) 211 0.5%
 

Length

Max length4
Mean length3.605106108
Min length3
ValueCountFrequency (%) 
Decimal_Number 5 62.5%
 
Lowercase_Letter 2 25.0%
 
Other_Punctuation 1 12.5%
 
ValueCountFrequency (%) 
Common 6 75.0%
 
Latin 2 25.0%
 
ValueCountFrequency (%) 
ASCII 8 100.0%
 

HemaSize
Categorical

HIGH CORRELATION
MISSING
Distinct count4
Unique (%)< 0.1%
Missing742
Missing (%)1.7%
Memory size339.2 KiB
92
26261
2
9597
1
 
3520
3
 
3279
ValueCountFrequency (%) 
92 26261 60.5%
 
2 9597 22.1%
 
1 3520 8.1%
 
3 3279 7.6%
 
(Missing) 742 1.7%
 

Length

Max length4
Mean length3.605106108
Min length3
ValueCountFrequency (%) 
Decimal_Number 5 62.5%
 
Lowercase_Letter 2 25.0%
 
Other_Punctuation 1 12.5%
 
ValueCountFrequency (%) 
Common 6 75.0%
 
Latin 2 25.0%
 
ValueCountFrequency (%) 
ASCII 8 100.0%
 

Clav
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)< 0.1%
Missing137
Missing (%)0.3%
Memory size339.2 KiB
1
27818
0
15444
(Missing)
 
137
ValueCountFrequency (%) 
1 27818 64.1%
 
0 15444 35.6%
 
(Missing) 137 0.3%
 

ClavFace
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
15581
0
14717
1
13101
ValueCountFrequency (%) 
92 15581 35.9%
 
0 14717 33.9%
 
1 13101 30.2%
 

Length

Max length2
Mean length1.359017489
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

ClavNeck
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
0
27203
92
15581
1
 
615
ValueCountFrequency (%) 
0 27203 62.7%
 
92 15581 35.9%
 
1 615 1.4%
 

Length

Max length2
Mean length1.359017489
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

ClavFro
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
0
18917
92
15581
1
8901
ValueCountFrequency (%) 
0 18917 43.6%
 
92 15581 35.9%
 
1 8901 20.5%
 

Length

Max length2
Mean length1.359017489
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

ClavOcc
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
0
23632
92
15581
1
 
4186
ValueCountFrequency (%) 
0 23632 54.5%
 
92 15581 35.9%
 
1 4186 9.6%
 

Length

Max length2
Mean length1.359017489
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

ClavPar
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
0
24379
92
15581
1
 
3439
ValueCountFrequency (%) 
0 24379 56.2%
 
92 15581 35.9%
 
1 3439 7.9%
 

Length

Max length2
Mean length1.359017489
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

ClavTem
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
0
26293
92
15581
1
 
1525
ValueCountFrequency (%) 
0 26293 60.6%
 
92 15581 35.9%
 
1 1525 3.5%
 

Length

Max length2
Mean length1.359017489
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

NeuroD
Boolean

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)< 0.1%
Missing660
Missing (%)1.5%
Memory size339.2 KiB
0
42051
1
 
688
(Missing)
 
660
ValueCountFrequency (%) 
0 42051 96.9%
 
1 688 1.6%
 
(Missing) 660 1.5%
 

NeuroDMotor
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
42711
0
 
502
1
 
186
ValueCountFrequency (%) 
92 42711 98.4%
 
0 502 1.2%
 
1 186 0.4%
 

Length

Max length2
Mean length1.9841471
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

NeuroDSensory
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
42711
0
 
542
1
 
146
ValueCountFrequency (%) 
92 42711 98.4%
 
0 542 1.2%
 
1 146 0.3%
 

Length

Max length2
Mean length1.9841471
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

NeuroDCranial
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
42711
0
 
544
1
 
144
ValueCountFrequency (%) 
92 42711 98.4%
 
0 544 1.3%
 
1 144 0.3%
 

Length

Max length2
Mean length1.9841471
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

NeuroDReflex
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
42711
0
 
642
1
 
46
ValueCountFrequency (%) 
92 42711 98.4%
 
0 642 1.5%
 
1 46 0.1%
 

Length

Max length2
Mean length1.9841471
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

NeuroDOth
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
42711
1
 
347
0
 
341
ValueCountFrequency (%) 
92 42711 98.4%
 
1 347 0.8%
 
0 341 0.8%
 

Length

Max length2
Mean length1.9841471
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

OSI
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)< 0.1%
Missing195
Missing (%)0.4%
Memory size339.2 KiB
0
38637
1
 
4567
(Missing)
 
195
ValueCountFrequency (%) 
0 38637 89.0%
 
1 4567 10.5%
 
(Missing) 195 0.4%
 

OSIExtremity
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
38832
1
 
2467
0
 
2100
ValueCountFrequency (%) 
92 38832 89.5%
 
1 2467 5.7%
 
0 2100 4.8%
 

Length

Max length2
Mean length1.894767161
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

OSICut
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
38832
0
 
4507
1
 
60
ValueCountFrequency (%) 
92 38832 89.5%
 
0 4507 10.4%
 
1 60 0.1%
 

Length

Max length2
Mean length1.894767161
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

OSICspine
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
38832
0
 
3964
1
 
603
ValueCountFrequency (%) 
92 38832 89.5%
 
0 3964 9.1%
 
1 603 1.4%
 

Length

Max length2
Mean length1.894767161
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

OSIFlank
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
38832
0
 
3830
1
 
737
ValueCountFrequency (%) 
92 38832 89.5%
 
0 3830 8.8%
 
1 737 1.7%
 

Length

Max length2
Mean length1.894767161
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

OSIAbdomen
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
38832
0
 
3958
1
 
609
ValueCountFrequency (%) 
92 38832 89.5%
 
0 3958 9.1%
 
1 609 1.4%
 

Length

Max length2
Mean length1.894767161
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

OSIPelvis
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
38832
0
 
4351
1
 
216
ValueCountFrequency (%) 
92 38832 89.5%
 
0 4351 10.0%
 
1 216 0.5%
 

Length

Max length2
Mean length1.894767161
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

OSIOth
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
38832
0
 
3832
1
 
735
ValueCountFrequency (%) 
92 38832 89.5%
 
0 3832 8.8%
 
1 735 1.7%
 

Length

Max length2
Mean length1.894767161
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Drugs
Boolean

MISSING
Distinct count2
Unique (%)< 0.1%
Missing1818
Missing (%)4.2%
Memory size339.2 KiB
0
41147
1
 
434
(Missing)
 
1818
ValueCountFrequency (%) 
0 41147 94.8%
 
1 434 1.0%
 
(Missing) 1818 4.2%
 

CTForm1
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)< 0.1%
Missing28
Missing (%)0.1%
Memory size339.2 KiB
0
26446
1
16925
(Missing)
 
28
ValueCountFrequency (%) 
0 26446 60.9%
 
1 16925 39.0%
 
(Missing) 28 0.1%
 

IndAge
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
26474
0
13224
1
 
3701
ValueCountFrequency (%) 
92 26474 61.0%
 
0 13224 30.5%
 
1 3701 8.5%
 

Length

Max length2
Mean length1.610014056
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

IndAmnesia
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
26474
0
14532
1
 
2393
ValueCountFrequency (%) 
92 26474 61.0%
 
0 14532 33.5%
 
1 2393 5.5%
 

Length

Max length2
Mean length1.610014056
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

IndAMS
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
26474
0
14493
1
 
2432
ValueCountFrequency (%) 
92 26474 61.0%
 
0 14493 33.4%
 
1 2432 5.6%
 

Length

Max length2
Mean length1.610014056
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

IndClinSFx
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
26474
0
16467
1
 
458
ValueCountFrequency (%) 
92 26474 61.0%
 
0 16467 37.9%
 
1 458 1.1%
 

Length

Max length2
Mean length1.610014056
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

IndHA
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
26474
0
14081
1
 
2844
ValueCountFrequency (%) 
92 26474 61.0%
 
0 14081 32.4%
 
1 2844 6.6%
 

Length

Max length2
Mean length1.610014056
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

IndHema
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
26474
0
14111
1
 
2814
ValueCountFrequency (%) 
92 26474 61.0%
 
0 14111 32.5%
 
1 2814 6.5%
 

Length

Max length2
Mean length1.610014056
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

IndLOC
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
26474
0
12605
1
 
4320
ValueCountFrequency (%) 
92 26474 61.0%
 
0 12605 29.0%
 
1 4320 10.0%
 

Length

Max length2
Mean length1.610014056
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

IndMech
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
26474
0
10063
1
6862
ValueCountFrequency (%) 
92 26474 61.0%
 
0 10063 23.2%
 
1 6862 15.8%
 

Length

Max length2
Mean length1.610014056
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

IndNeuroD
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
26474
0
16451
1
 
474
ValueCountFrequency (%) 
92 26474 61.0%
 
0 16451 37.9%
 
1 474 1.1%
 

Length

Max length2
Mean length1.610014056
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

IndRqstMD
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
26474
0
16630
1
 
295
ValueCountFrequency (%) 
92 26474 61.0%
 
0 16630 38.3%
 
1 295 0.7%
 

Length

Max length2
Mean length1.610014056
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

IndRqstParent
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
26474
0
15770
1
 
1155
ValueCountFrequency (%) 
92 26474 61.0%
 
0 15770 36.3%
 
1 1155 2.7%
 

Length

Max length2
Mean length1.610014056
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

IndRqstTrauma
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
26474
0
16142
1
 
783
ValueCountFrequency (%) 
92 26474 61.0%
 
0 16142 37.2%
 
1 783 1.8%
 

Length

Max length2
Mean length1.610014056
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

IndSeiz
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
26474
0
16423
1
 
502
ValueCountFrequency (%) 
92 26474 61.0%
 
0 16423 37.8%
 
1 502 1.2%
 

Length

Max length2
Mean length1.610014056
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

IndVomit
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
26474
0
13836
1
 
3089
ValueCountFrequency (%) 
92 26474 61.0%
 
0 13836 31.9%
 
1 3089 7.1%
 

Length

Max length2
Mean length1.610014056
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

IndXraySFx
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
26474
0
16876
1
 
49
ValueCountFrequency (%) 
92 26474 61.0%
 
0 16876 38.9%
 
1 49 0.1%
 

Length

Max length2
Mean length1.610014056
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

IndOth
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
26474
0
14372
1
 
2553
ValueCountFrequency (%) 
92 26474 61.0%
 
0 14372 33.1%
 
1 2553 5.9%
 

Length

Max length2
Mean length1.610014056
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

CTSed
Categorical

HIGH CORRELATION
MISSING
Distinct count3
Unique (%)< 0.1%
Missing914
Missing (%)2.1%
Memory size339.2 KiB
92
26474
0
15357
1
 
654
ValueCountFrequency (%) 
92 26474 61.0%
 
0 15357 35.4%
 
1 654 1.5%
 
(Missing) 914 2.1%
 

Length

Max length4
Mean length3.610014056
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

CTSedAgitate
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
42745
1
 
435
0
 
219
ValueCountFrequency (%) 
92 42745 98.5%
 
1 435 1.0%
 
0 219 0.5%
 

Length

Max length2
Mean length1.984930528
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

CTSedAge
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
42745
0
 
344
1
 
310
ValueCountFrequency (%) 
92 42745 98.5%
 
0 344 0.8%
 
1 310 0.7%
 

Length

Max length2
Mean length1.984930528
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

CTSedRqst
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
42745
0
 
641
1
 
13
ValueCountFrequency (%) 
92 42745 98.5%
 
0 641 1.5%
 
1 13 < 0.1%
 

Length

Max length2
Mean length1.984930528
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

CTSedOth
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
42745
0
 
598
1
 
56
ValueCountFrequency (%) 
92 42745 98.5%
 
0 598 1.4%
 
1 56 0.1%
 

Length

Max length2
Mean length1.984930528
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

AgeInMonth
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count216
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean84.42934169
Minimum0
Maximum215
Zeros311
Zeros (%)0.7%
Memory size339.2 KiB

Quantile statistics

Minimum0
5-th percentile5
Q123
median67
Q3144
95-th percentile200
Maximum215
Range215
Interquartile range (IQR)121

Descriptive statistics

Standard deviation66.50385398
Coefficient of variation (CV)0.7876865157
Kurtosis-1.185374674
Mean84.42934169
Median Absolute Deviation (MAD)58.53200415
Skewness0.4559098761
Sum3664149
Variance4422.762595
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 0.5 4.5 21.5 24.5 ... 143.5 169.5 203.5 214.5 215. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
9 517 1.2%
 
7 515 1.2%
 
14 503 1.2%
 
6 502 1.2%
 
8 495 1.1%
 
11 483 1.1%
 
15 482 1.1%
 
10 481 1.1%
 
13 480 1.1%
 
5 475 1.1%
 
Other values (206) 38466 88.6%
 
ValueCountFrequency (%) 
0 311 0.7%
 
1 473 1.1%
 
2 388 0.9%
 
3 382 0.9%
 
4 419 1.0%
 
ValueCountFrequency (%) 
215 149 0.3%
 
214 138 0.3%
 
213 135 0.3%
 
212 125 0.3%
 
211 151 0.3%
 

AgeinYears
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS
Distinct count18
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.581418927
Minimum0
Maximum17
Zeros5441
Zeros (%)12.5%
Memory size339.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q11
median5
Q312
95-th percentile16
Maximum17
Range17
Interquartile range (IQR)11

Descriptive statistics

Standard deviation5.533878282
Coefficient of variation (CV)0.8408336172
Kurtosis-1.190905331
Mean6.581418927
Median Absolute Deviation (MAD)4.875856393
Skewness0.4547960464
Sum285627
Variance30.62380884
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 7.5 11.5 13.5 16.5 17. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 5463 12.6%
 
0 5441 12.5%
 
2 3910 9.0%
 
3 2956 6.8%
 
4 2472 5.7%
 
5 2186 5.0%
 
6 2003 4.6%
 
16 1942 4.5%
 
14 1939 4.5%
 
15 1905 4.4%
 
Other values (8) 13182 30.4%
 
ValueCountFrequency (%) 
0 5441 12.5%
 
1 5463 12.6%
 
2 3910 9.0%
 
3 2956 6.8%
 
4 2472 5.7%
 
ValueCountFrequency (%) 
17 1671 3.9%
 
16 1942 4.5%
 
15 1905 4.4%
 
14 1939 4.5%
 
13 1775 4.1%
 

AgeTwoPlus
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
2
32495
1
10904
ValueCountFrequency (%) 
2 32495 74.9%
 
1 10904 25.1%
 

Length

Max length1
Mean length1
Min length1
ValueCountFrequency (%) 
Decimal_Number 2 100.0%
 
ValueCountFrequency (%) 
Common 2 100.0%
 
ValueCountFrequency (%) 
ASCII 2 100.0%
 

Gender
Categorical

Distinct count2
Unique (%)< 0.1%
Missing3
Missing (%)< 0.1%
Memory size339.2 KiB
1
27055
2
16341
ValueCountFrequency (%) 
1 27055 62.3%
 
2 16341 37.7%
 
(Missing) 3 < 0.1%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

Ethnicity
Categorical

MISSING
Distinct count2
Unique (%)< 0.1%
Missing15966
Missing (%)36.8%
Memory size339.2 KiB
2
22158
1
5275
ValueCountFrequency (%) 
2 22158 51.1%
 
1 5275 12.2%
 
(Missing) 15966 36.8%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

Race
Real number (ℝ≥0)

MISSING
Distinct count6
Unique (%)< 0.1%
Missing3208
Missing (%)7.4%
Infinite0
Infinite (%)0.0%
Mean4.41840213
Minimum1
Maximum90
Zeros0
Zeros (%)0.0%
Memory size339.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q32
95-th percentile3
Maximum90
Range89
Interquartile range (IQR)1

Descriptive statistics

Standard deviation15.89796101
Coefficient of variation (CV)3.598124512
Kurtosis24.98344367
Mean4.41840213
Median Absolute Deviation (MAD)5.704716189
Skewness5.190755977
Sum177580
Variance252.7451642
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1 21857 50.4%
 
2 15992 36.8%
 
90 1339 3.1%
 
3 861 2.0%
 
5 78 0.2%
 
4 64 0.1%
 
(Missing) 3208 7.4%
 
ValueCountFrequency (%) 
1 21857 50.4%
 
2 15992 36.8%
 
3 861 2.0%
 
4 64 0.1%
 
5 78 0.2%
 
ValueCountFrequency (%) 
90 1339 3.1%
 
5 78 0.2%
 
4 64 0.1%
 
3 861 2.0%
 
2 15992 36.8%
 

Observed
Boolean

MISSING
Distinct count2
Unique (%)< 0.1%
Missing2376
Missing (%)5.5%
Memory size339.2 KiB
0
35506
1
 
5517
(Missing)
 
2376
ValueCountFrequency (%) 
0 35506 81.8%
 
1 5517 12.7%
 
(Missing) 2376 5.5%
 

EDDisposition
Real number (ℝ≥0)

Distinct count9
Unique (%)< 0.1%
Missing25
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean1.788744409
Minimum1
Maximum90
Zeros0
Zeros (%)0.0%
Memory size339.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q31
95-th percentile3
Maximum90
Range89
Interquartile range (IQR)0

Descriptive statistics

Standard deviation6.746226249
Coefficient of variation (CV)3.77148698
Kurtosis164.1668667
Mean1.788744409
Median Absolute Deviation (MAD)1.401642495
Skewness12.78621198
Sum77585
Variance45.5115686
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1 38539 88.8%
 
3 2512 5.8%
 
5 980 2.3%
 
4 798 1.8%
 
90 248 0.6%
 
2 185 0.4%
 
6 75 0.2%
 
8 19 < 0.1%
 
7 18 < 0.1%
 
(Missing) 25 0.1%
 
ValueCountFrequency (%) 
1 38539 88.8%
 
2 185 0.4%
 
3 2512 5.8%
 
4 798 1.8%
 
5 980 2.3%
 
ValueCountFrequency (%) 
90 248 0.6%
 
8 19 < 0.1%
 
7 18 < 0.1%
 
6 75 0.2%
 
5 980 2.3%
 

CTDone
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
0
27500
1
15899
ValueCountFrequency (%) 
0 27500 63.4%
 
1 15899 36.6%
 

EDCT
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
1
15787
0
 
112
ValueCountFrequency (%) 
92 27500 63.4%
 
1 15787 36.4%
 
0 112 0.3%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

PosCT
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
14743
1
 
1156
ValueCountFrequency (%) 
92 27500 63.4%
 
0 14743 34.0%
 
1 1156 2.7%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding1
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
15876
1
 
23
ValueCountFrequency (%) 
92 27500 63.4%
 
0 15876 36.6%
 
1 23 0.1%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding2
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
15646
1
 
253
ValueCountFrequency (%) 
92 27500 63.4%
 
0 15646 36.1%
 
1 253 0.6%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding3
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
15756
1
 
143
ValueCountFrequency (%) 
92 27500 63.4%
 
0 15756 36.3%
 
1 143 0.3%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding4
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
15669
1
 
230
ValueCountFrequency (%) 
92 27500 63.4%
 
0 15669 36.1%
 
1 230 0.5%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding5
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
15819
1
 
80
ValueCountFrequency (%) 
92 27500 63.4%
 
0 15819 36.5%
 
1 80 0.2%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding6
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
15761
1
 
138
ValueCountFrequency (%) 
92 27500 63.4%
 
0 15761 36.3%
 
1 138 0.3%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding7
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
15708
1
 
191
ValueCountFrequency (%) 
92 27500 63.4%
 
0 15708 36.2%
 
1 191 0.4%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding8
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
15842
1
 
57
ValueCountFrequency (%) 
92 27500 63.4%
 
0 15842 36.5%
 
1 57 0.1%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding9
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
15765
1
 
134
ValueCountFrequency (%) 
92 27500 63.4%
 
0 15765 36.3%
 
1 134 0.3%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding10
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
15656
1
 
243
ValueCountFrequency (%) 
92 27500 63.4%
 
0 15656 36.1%
 
1 243 0.6%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding11
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
14710
1
 
1189
ValueCountFrequency (%) 
92 27500 63.4%
 
0 14710 33.9%
 
1 1189 2.7%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding12
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
15617
1
 
282
ValueCountFrequency (%) 
92 27500 63.4%
 
0 15617 36.0%
 
1 282 0.6%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding13
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
15573
1
 
326
ValueCountFrequency (%) 
92 27500 63.4%
 
0 15573 35.9%
 
1 326 0.8%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding14
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
15891
1
 
8
ValueCountFrequency (%) 
92 27500 63.4%
 
0 15891 36.6%
 
1 8 < 0.1%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding20
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
15883
1
 
16
ValueCountFrequency (%) 
92 27500 63.4%
 
0 15883 36.6%
 
1 16 < 0.1%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding21
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
15887
1
 
12
ValueCountFrequency (%) 
92 27500 63.4%
 
0 15887 36.6%
 
1 12 < 0.1%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding22
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
15874
1
 
25
ValueCountFrequency (%) 
92 27500 63.4%
 
0 15874 36.6%
 
1 25 0.1%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Finding23
Categorical

HIGH CORRELATION
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
92
27500
0
15898
1
 
1
ValueCountFrequency (%) 
92 27500 63.4%
 
0 15898 36.6%
 
1 1 < 0.1%
 

Length

Max length2
Mean length1.633655153
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

DeathTBI
Boolean

Distinct count2
Unique (%)< 0.1%
Missing8
Missing (%)< 0.1%
Memory size339.2 KiB
0
43325
1
 
66
(Missing)
 
8
ValueCountFrequency (%) 
0 43325 99.8%
 
1 66 0.2%
 
(Missing) 8 < 0.1%
 

HospHead
Boolean

Distinct count2
Unique (%)< 0.1%
Missing3
Missing (%)< 0.1%
Memory size339.2 KiB
0
42528
1
 
868
(Missing)
 
3
ValueCountFrequency (%) 
0 42528 98.0%
 
1 868 2.0%
 
(Missing) 3 < 0.1%
 

HospHeadPosCT
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size339.2 KiB
0
42706
1
 
693
ValueCountFrequency (%) 
0 42706 98.4%
 
1 693 1.6%
 
Distinct count2
Unique (%)< 0.1%
Missing4
Missing (%)< 0.1%
Memory size339.2 KiB
0
43204
1
 
191
(Missing)
 
4
ValueCountFrequency (%) 
0 43204 99.6%
 
1 191 0.4%
 
(Missing) 4 < 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing1
Missing (%)< 0.1%
Memory size339.2 KiB
0
43198
1
 
200
(Missing)
 
1
ValueCountFrequency (%) 
0 43198 99.5%
 
1 200 0.5%
 
(Missing) 1 < 0.1%
 

PosIntFinal
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)< 0.1%
Missing20
Missing (%)< 0.1%
Memory size339.2 KiB
0
42616
1
 
763
(Missing)
 
20
ValueCountFrequency (%) 
0 42616 98.2%
 
1 763 1.8%
 
(Missing) 20 < 0.1%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Missing values

Sample

First rows

PatNumEmplTypeCertificationInjuryMechHigh_impact_InjSevAmnesia_verbLOCSeparateLocLenSeizSeizOccurSeizLenActNormHA_verbHASeverityHAStartVomitVomitNbrVomitStartVomitLastDizzyIntubatedParalyzedSedatedGCSEyeGCSVerbalGCSMotorGCSTotalGCSGroupAMSAMSAgitatedAMSSleepAMSSlowAMSRepeatAMSOthSFxPalpSFxPalpDepressFontBulgSFxBasSFxBasHemSFxBasOtoSFxBasPerSFxBasRetSFxBasRhiHemaHemaLocHemaSizeClavClavFaceClavNeckClavFroClavOccClavParClavTemNeuroDNeuroDMotorNeuroDSensoryNeuroDCranialNeuroDReflexNeuroDOthOSIOSIExtremityOSICutOSICspineOSIFlankOSIAbdomenOSIPelvisOSIOthDrugsCTForm1IndAgeIndAmnesiaIndAMSIndClinSFxIndHAIndHemaIndLOCIndMechIndNeuroDIndRqstMDIndRqstParentIndRqstTraumaIndSeizIndVomitIndXraySFxIndOthCTSedCTSedAgitateCTSedAgeCTSedRqstCTSedOthAgeInMonthAgeinYearsAgeTwoPlusGenderEthnicityRaceObservedEDDispositionCTDoneEDCTPosCTFinding1Finding2Finding3Finding4Finding5Finding6Finding7Finding8Finding9Finding10Finding11Finding12Finding13Finding14Finding20Finding21Finding22Finding23DeathTBIHospHeadHospHeadPosCTIntub24HeadNeurosurgeryPosIntFinal
013.0311.02.00.00.092.00.092.092.01.01.01.02.00.092.092.092.00.00.00.00.04.05.06.01520.092929292920.092.00.00.092929292921.03.03.01.01000010.092929292920.0929292929292920.00.09292929292929292929292929292929292.0929292921971621.02.02.00.01.0092929292929292929292929292929292929292920.00.000.00.00.0
125.038.02.00.00.092.00.092.092.01.00.092.092.01.03.03.01.0NaN0.00.00.04.05.06.01520.092929292920.092.00.00.092929292920.092.092.00.09292929292920.092929292920.0929292929292920.01.000000000000001010.09292929264522.02.01.00.01.01100000000000000000000.00.000.00.00.0
235.035.02.0NaNNaN92.0NaN92.092.00.0NaN92.092.0NaN92.092.092.0NaN1.01.01.01.01.01.0311.0100001.01.00.01.0001011.03.03.01.0001010NaN92929292920.0929292929292920.01.000010000000000000.0929292921701421.0NaN1.00.05.01100000000000000000000.01.000.00.00.0
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453.0312.02.091.00.092.00.092.092.00.091.092.092.01.01.02.02.0NaN0.00.00.04.04.05.01311.0011000.092.00.00.092929292921.01.02.01.00010000.092929292920.0929292929292920.01.010100000000000000.09292929214111.02.02.00.01.01100000000000000000000.00.000.00.00.0
563.03NaNNaN91.00.092.00.092.092.01.091.092.092.00.092.092.092.0NaN0.00.00.04.05.06.01520.092929292920.092.00.00.092929292920.092.092.01.00010000.092929292920.0929292929292920.00.09292929292929292929292929292929292.09292929246321.01.0NaN0.01.0092929292929292929292929292929292929292920.00.000.00.00.0
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783.0312.02.00.00.092.00.092.092.01.01.02.0NaN0.092.092.092.00.00.00.00.04.05.06.01520.092929292920.092.00.00.092929292920.092.092.00.09292929292920.092929292920.0929292929292920.00.09292929292929292929292929292929292.0929292921451222.0NaN2.00.01.0092929292929292929292929292929292929292920.00.000.00.00.0
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9105.038.02.091.00.092.00.092.092.01.091.092.092.00.092.092.092.0NaN0.00.00.04.05.06.01520.092929292920.092.00.00.092929292920.092.092.01.01000000.092929292920.0929292929292920.01.000000001000000110.09292929229221.01.0NaN1.090.01100000000000100000000.00.000.00.00.0

Last rows

PatNumEmplTypeCertificationInjuryMechHigh_impact_InjSevAmnesia_verbLOCSeparateLocLenSeizSeizOccurSeizLenActNormHA_verbHASeverityHAStartVomitVomitNbrVomitStartVomitLastDizzyIntubatedParalyzedSedatedGCSEyeGCSVerbalGCSMotorGCSTotalGCSGroupAMSAMSAgitatedAMSSleepAMSSlowAMSRepeatAMSOthSFxPalpSFxPalpDepressFontBulgSFxBasSFxBasHemSFxBasOtoSFxBasPerSFxBasRetSFxBasRhiHemaHemaLocHemaSizeClavClavFaceClavNeckClavFroClavOccClavParClavTemNeuroDNeuroDMotorNeuroDSensoryNeuroDCranialNeuroDReflexNeuroDOthOSIOSIExtremityOSICutOSICspineOSIFlankOSIAbdomenOSIPelvisOSIOthDrugsCTForm1IndAgeIndAmnesiaIndAMSIndClinSFxIndHAIndHemaIndLOCIndMechIndNeuroDIndRqstMDIndRqstParentIndRqstTraumaIndSeizIndVomitIndXraySFxIndOthCTSedCTSedAgitateCTSedAgeCTSedRqstCTSedOthAgeInMonthAgeinYearsAgeTwoPlusGenderEthnicityRaceObservedEDDispositionCTDoneEDCTPosCTFinding1Finding2Finding3Finding4Finding5Finding6Finding7Finding8Finding9Finding10Finding11Finding12Finding13Finding14Finding20Finding21Finding22Finding23DeathTBIHospHeadHospHeadPosCTIntub24HeadNeurosurgeryPosIntFinal
43389433905.038.03.091.00.092.00.092.092.01.091.092.092.00.092.092.092.0NaN0.00.00.04.05.06.01520.092929292920.092.00.00.092929292921.01.0NaN0.09292929292920.092929292920.0929292929292920.01.010000000000000000.0929292926011.0NaN1.0NaN1.01100000000000000000000.00.000.00.00.0
43390433913.011.02.00.00.092.00.092.092.01.00.092.092.00.092.092.092.00.00.00.00.04.05.06.01520.092929292920.092.00.00.092929292920.092.092.01.00010000.092929292921.000010100.01.000000001000000010.0929292921761421.0NaN1.00.01.01100000000000000000000.00.000.00.00.0
43391433923.038.02.091.01.02.00.092.092.00.091.092.092.01.03.02.02.0NaN0.00.00.04.05.06.01520.092929292920.092.00.01.0000100.092.092.00.09292929292920.092929292920.0929292929292920.01.010000011000001010.09292929220112.02.02.00.01.01100000000000000000000.00.000.00.00.0
43392433933.0312.02.091.00.092.00.092.092.01.091.092.092.00.092.092.092.0NaN0.00.00.04.05.06.01520.092929292920.092.00.00.092929292920.092.092.00.09292929292920.092929292920.0929292929292920.00.09292929292929292929292929292929292.0929292929012.0NaN1.00.01.0092929292929292929292929292929292929292920.00.000.00.00.0
43393433943.019.02.00.00.092.00.092.092.01.01.01.02.00.092.092.092.00.00.00.00.04.05.06.01520.092929292920.092.00.00.092929292921.02.03.01.00001000.092929292920.0929292929292920.00.09292929292929292929292929292929292.0929292921731421.02.01.00.01.0092929292929292929292929292929292929292920.00.000.00.00.0
43394433955.038.02.00.00.092.00.092.092.01.00.092.092.00.092.092.092.00.00.00.00.04.05.06.01520.092929292920.092.00.00.092929292920.092.092.01.01000000.092929292920.0929292929292920.00.09292929292929292929292929292929292.09292929253421.02.02.00.01.0092929292929292929292929292929292929292920.00.000.00.00.0
43395433965.036.01.091.00.092.00.092.092.01.00.092.092.00.092.092.092.00.00.00.00.04.05.06.01520.092929292920.092.00.00.092929292921.01.02.01.00010000.092929292920.0929292929292920.00.09292929292929292929292929292929292.09292929255421.02.02.00.01.0092929292929292929292929292929292929292920.00.000.00.00.0
43396433975.037.01.00.00.092.00.092.092.01.00.092.092.00.092.092.092.00.00.00.00.04.05.06.01520.092929292920.092.00.00.092929292921.01.03.01.01000000.092929292920.0929292929292920.00.09292929292929292929292929292929292.09292929261521.02.02.00.01.0092929292929292929292929292929292929292920.00.000.00.00.0
43397433985.018.02.00.00.092.00.092.092.01.00.092.092.00.092.092.092.00.00.00.00.04.05.06.01520.092929292920.092.00.00.092929292920.092.092.01.00010000.092929292920.0929292929292920.00.09292929292929292929292929292929292.09292929264521.02.01.01.01.0092929292929292929292929292929292929292920.00.000.00.00.0
43398433995.0908.03.00.00.092.00.092.092.01.01.0NaN2.00.092.092.092.00.00.00.00.04.05.06.01520.092929292920.092.00.00.092929292920.092.092.00.09292929292920.092929292920.0929292929292920.01.000000001000000000.09292929288722.02.02.00.01.01100000000000000000000.00.000.00.00.0